Regulating Explainable Artificial Intelligence (XAI) May Harm Consumers and Firms

Mandating fully transparent XAI may make firms and consumers worse off, revealing a tradeoff between maximizing welfare and receiving explainable AI outputs. Optional XAI regulation can be as good as or even better than mandatory XAI in terms of total welfare, consumer utility, and average XAI level.